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Performance & cost

7,122 rows, by stacks then stars

853 of these skill files have been read, by 797 distinct authors, and what they tell an agent counted. What Performance & cost authors agree on, and what they forbid

  • Algorithm performance benchmarking

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/algorithm-performance-benchmarking Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Annotation benchmark performance evaluation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/annotation-benchmark-performance-evaluation Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Baseline comparison performance benchmarking

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/baseline-comparison-performance-benchmarking Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Batch construction parameter optimization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/batch-construction-parameter-optimization Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Bayesian optimization acquisition function selection

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/bayesian-optimization-acquisition-function-selection Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Beam search decoding optimization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/beam-search-decoding-optimization Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Benchmarking and comparative performance evaluation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/benchmarking-and-comparative-performance-evaluation Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Binary cross entropy loss optimization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/binary-cross-entropy-loss-optimization Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Blind search mode parameter optimization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/blind-search-mode-parameter-optimization Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Chemical coverage optimization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/chemical-coverage-optimization Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Chunk wise data processing optimization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/chunk-wise-data-processing-optimization Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Classification model performance evaluation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/classification-model-performance-evaluation Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Cohort stratified metabolic performance analysis

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/cohort-stratified-metabolic-performance-analysis Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Collision energy optimization for fragmentation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/collision-energy-optimization-for-fragmentation Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Comparative classifier performance assessment

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/comparative-classifier-performance-assessment Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Comparative performance evaluation across methods

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/comparative-performance-evaluation-across-methods Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Computational efficiency single pass vs repeated detection

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/computational-efficiency-single-pass-vs-repeated-detection Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Computational resource profiling and benchmarking

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/computational-resource-profiling-and-benchmarking Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Cross tool performance comparison

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/cross-tool-performance-comparison Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Extraction parameter optimization ppm retention time ion mobility

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/extraction-parameter-optimization-ppm-retention-time-ion-mobility Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Feature pair alignment parameter optimization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/feature-pair-alignment-parameter-optimization Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Fragment frequency threshold optimization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/fragment-frequency-threshold-optimization Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Generalized additive model hyperparameter optimization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/generalized-additive-model-hyperparameter-optimization Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Gradient performance encoding

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/gradient-performance-encoding Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Gradient space optimization search

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/gradient-space-optimization-search Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • High throughput spectral data processing

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/high-throughput-spectral-data-processing Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • In memory optimization for large datasets

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/in-memory-optimization-for-large-datasets Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Ion tree structure optimization and trunk establishment

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/ion-tree-structure-optimization-and-trunk-establishment Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Machine learning performance metric evaluation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/machine-learning-performance-metric-evaluation Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Mass accuracy collision energy optimization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass-accuracy-collision-energy-optimization Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Mass spectrometry metadata caching

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass-spectrometry-metadata-caching Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Mass tolerance optimization hrms

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass-tolerance-optimization-hrms Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Mass2motif parameter optimization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass2motif-parameter-optimization Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Maximum weight matching optimization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/maximum-weight-matching-optimization Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Metabolite detection and acquisition performance benchmarking

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/metabolite-detection-and-acquisition-performance-benchmarking Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Metabolite rank performance evaluation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/metabolite-rank-performance-evaluation Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Metabolomics model performance comparison

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/metabolomics-model-performance-comparison Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Modularity optimization clustering

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/modularity-optimization-clustering Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Molecular conformer generation and optimization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/molecular-conformer-generation-and-optimization Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Motif pseudo spectra optimization filtering

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/motif-pseudo-spectra-optimization-filtering Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Multi window mass range parameter optimization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/multi-window-mass-range-parameter-optimization Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Neural network threshold optimization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/neural-network-threshold-optimization Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Noise artifact reduction optimization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/noise-artifact-reduction-optimization Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Pareto front multi objective optimization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/pareto-front-multi-objective-optimization Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Peak detection optimization free

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/peak-detection-optimization-free Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Peak height threshold optimization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/peak-height-threshold-optimization Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Peak intensity threshold optimization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/peak-intensity-threshold-optimization Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Peak picking performance benchmarking

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/peak-picking-performance-benchmarking Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Peak quality classifier optimization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/peak-quality-classifier-optimization Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Performance benchmarking computational systems

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/performance-benchmarking-computational-systems Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Performance threshold filtering and analysis

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/performance-threshold-filtering-and-analysis Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Precision recall optimization in spectral annotation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/precision-recall-optimization-in-spectral-annotation Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Pytorch model training and optimization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/pytorch-model-training-and-optimization Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Rank performance metric computation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/rank-performance-metric-computation Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Ranking performance evaluation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/ranking-performance-evaluation Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Ranking task loss optimization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/ranking-task-loss-optimization Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Retention time prediction optimization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/retention-time-prediction-optimization Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Rsd threshold parameter optimization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/rsd-threshold-parameter-optimization Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Runtime performance benchmarking

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/runtime-performance-benchmarking Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Scalability extrapolation and throughput estimation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/scalability-extrapolation-and-throughput-estimation Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder